{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"82613e8683f4","filters":{"venue":"EMS series of congress reports"}},"results":[{"id":"W1851533825","doi":"10.4171/115-1/3","title":"Flops and about: a guide","year":2013,"lang":"en","type":"preprint","venue":"EMS series of congress reports","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Symplectic geometry; Mathematics; Pure mathematics; Categorical variable; Algebra over a field; Representation theory; Nilpotent; Lie algebra; Moduli space; FLOPS; Knot (papermaking); Homology (biology); Computer science","authors":[{"name":"Sabin Cautis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02229234139704863,"gpt":0.287415525237235,"spread":0.2651231838401864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002522824,0.0004030444,0.0009317239,0.00007915028,0.0000730475,0.000123956,0.0002386708,0.0004611279,0.0002577754],"category_scores_gemma":[0.0005652108,0.0003529864,0.0001719572,0.00004958438,0.0002708083,0.000153736,0.001010911,0.0003871598,0.000001185278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002967789,"about_ca_system_score_gemma":0.0001878112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004106507,"about_ca_topic_score_gemma":0.00002816092,"domain_scores_codex":[0.9975255,0.0000457903,0.00115005,0.0005490638,0.0004535658,0.000276014],"domain_scores_gemma":[0.9967741,0.0001181928,0.001347574,0.001214061,0.0004179121,0.0001281182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008034296,0.0001064592,0.002732807,0.00350558,0.0008624457,0.000757274,0.002521724,0.00003867557,0.0001889268,0.9362187,0.04763277,0.00535428],"study_design_scores_gemma":[0.0001393178,0.00004311038,0.0007409717,0.0004276875,0.00009557787,0.0003391769,0.00008676027,0.00001340651,0.001584765,0.9820871,0.01407994,0.0003622098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980845,0.002024021,0.00006763042,0.0001753836,0.00709535,0.0007462139,0.00001297884,0.0001212231,0.00891225],"genre_scores_gemma":[0.9878303,0.0003289901,0.003517844,0.00002810344,0.0003620861,0.0001298542,0.00001875521,0.00007378,0.007710322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04586837,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414786423","doi":"10.4171/ecr/21/4","title":"Exact structures for persistence modules","year":2025,"lang":"en","type":"book-chapter","venue":"EMS series of congress reports","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bishop's University; Université de Sherbrooke","funders":"","keywords":"Adjunction; Morphism; Dimension (graph theory); Algebra over a field; Representation (politics); Closure (psychology); Projective plane; Projective module","authors":[{"name":"Benjamin Blanchette","is_ca":true},{"name":"Thomas Brüstle","is_ca":true},{"name":"Eric J. Hanson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0235123734245279,"gpt":0.2448712070200954,"spread":0.2213588335955675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001883802,0.0003302283,0.0007803285,0.0003785078,0.0001209615,0.0001264059,0.0009029658,0.0002797883,0.0002057362],"category_scores_gemma":[0.0003242766,0.0002637468,0.0004543061,0.0001580303,0.0002984385,0.0003747036,0.0005315169,0.0001597092,0.000001750532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002491531,"about_ca_system_score_gemma":0.0001146502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003761435,"about_ca_topic_score_gemma":0.0000256673,"domain_scores_codex":[0.9978242,0.00001116111,0.0007221314,0.0007633816,0.000432685,0.0002464288],"domain_scores_gemma":[0.9970647,0.0001855438,0.000887273,0.001350743,0.0004231254,0.00008865004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002448798,0.00001850796,0.00006465776,0.0002520819,0.000492935,0.0004039168,0.00005062616,0.0000560638,0.00001552323,0.8942035,0.02127367,0.08314399],"study_design_scores_gemma":[0.00007969618,0.0001566629,0.0002215732,0.0001252066,0.0001412128,0.0001381094,0.00001334171,0.00009293649,0.0006187577,0.294969,0.7030457,0.000397872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004042698,0.01661241,0.1103866,0.002464516,0.008124272,0.001582128,0.0009346715,0.0005323286,0.8589588],"genre_scores_gemma":[0.02363451,0.0005654386,0.01894728,0.0001162753,0.0001394962,0.00002840171,0.0001825932,0.00001865919,0.9563673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.681772,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414786413","doi":"10.4171/ecr/21/3","title":"Quasi-cluster algebras: An overview","year":2025,"lang":"en","type":"book-chapter","venue":"EMS series of congress reports","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Connection (principal bundle); Cluster (spacecraft); Algebra over a field; Cluster algebra; Phenomenon; Work (physics)","authors":[{"name":"Véronique Bazier‐Matte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05838653341627605,"gpt":0.3373541746105933,"spread":0.2789676411943173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003804582,0.0006803484,0.001450702,0.0002188579,0.00009846593,0.0000559356,0.00042451,0.0006708077,0.001381535],"category_scores_gemma":[0.0006133885,0.0006768382,0.0003616031,0.0000522977,0.0004081213,0.0004651183,0.0004354342,0.0005567214,0.00001229897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009277632,"about_ca_system_score_gemma":0.0002766425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001172713,"about_ca_topic_score_gemma":0.0001473976,"domain_scores_codex":[0.9963452,0.00004271412,0.001742424,0.000787431,0.0007288491,0.0003534387],"domain_scores_gemma":[0.9945148,0.000323163,0.002037095,0.002455654,0.0005265277,0.0001427907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002943987,0.00008690302,0.00002667766,0.00154049,0.0002698847,0.0007537399,0.0001500744,6.886571e-7,0.000005737001,0.9813814,0.01190908,0.003845897],"study_design_scores_gemma":[0.0001114946,0.0001276383,0.000004857807,0.001272332,0.0001472943,0.0002785982,0.0000179553,9.22638e-7,0.0003921578,0.6556696,0.3415708,0.0004063759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009870074,0.01037593,0.0006350888,0.0003967035,0.005816197,0.001559766,0.0001164254,0.0004543218,0.9796585],"genre_scores_gemma":[0.0009380229,0.001517291,0.01204952,0.0001963866,0.0003569948,0.00004716541,0.0001132906,0.0001872125,0.9845941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3296618,"threshold_uncertainty_score":0.9995683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}